Dian Zhuang

Data-driven predictive control for smart HVAC system in IoT-integrated buildings with time-series forecasting and reinforcement learning

Dian Zhuang, Vincent J.L. Gan, Zeynep Duygu Tekler et al. · Applied Energy · 2023 · 180 citations

Smart Hvac System, Data-driven Predictive Control, Engineering +11

A performance data integrated BIM framework for building life-cycle energy efficiency and environmental optimization design

Dian Zhuang, Xinkai Zhang, Yongdong Lu et al. · Automation in Construction · 2021 · 133 citations

Life-cycle Energy Efficiency, Engineering, Energy-efficient Design +10

A systematic method to develop three dimensional geometry models of buildings for urban building energy modeling

Chao Wang, Shen Wei, Sihong Du et al. · Sustainable Cities and Society · 2021 · 59 citations

Architectural Design, Geometric Modeling, Built Environment +13

Supervised learning-based assessment of office layout satisfaction in academic buildings

Dian Zhuang, Tao Wang, Vincent J.L. Gan et al. · Building and Environment · 2022 · 21 citations

Built Environment, Architectural Design, Building Performance +8

An innovative method for evaluating the urban roof photovoltaic potential based on open-source satellite images

Shuai Tian, Guoqiang Yang, Sihong Du et al. · Renewable Energy · 2024 · 21 citations

Earth Science, Engineering, Solar Power +13